Dataset statistics
| Number of variables | 56 |
|---|---|
| Number of observations | 18888 |
| Missing cells | 10759 |
| Missing cells (%) | 1.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.7 MiB |
| Average record size in memory | 315.0 B |
Variable types
| NUM | 27 |
|---|---|
| BOOL | 19 |
| CAT | 9 |
| DATE | 1 |
fire_size_class has constant value "18888" | Constant |
fire_mag has constant value "18888" | Constant |
fire_name has a high cardinality: 7576 distinct values | High cardinality |
state has a high cardinality: 51 distinct values | High cardinality |
disc_date_pre has a high cardinality: 6624 distinct values | High cardinality |
wstation_usaf has a high cardinality: 1545 distinct values | High cardinality |
weather_file has a high cardinality: 7513 distinct values | High cardinality |
Temp_pre_15 is highly correlated with Temp_pre_30 and 2 other fields | High correlation |
Temp_pre_30 is highly correlated with Temp_pre_15 and 2 other fields | High correlation |
Temp_pre_7 is highly correlated with Temp_pre_30 and 2 other fields | High correlation |
Temp_cont is highly correlated with Temp_pre_30 and 2 other fields | High correlation |
Wind_pre_15 is highly correlated with Wind_pre_30 | High correlation |
Wind_pre_30 is highly correlated with Wind_pre_15 | High correlation |
Hum_pre_15 is highly correlated with Hum_pre_30 and 1 other fields | High correlation |
Hum_pre_30 is highly correlated with Hum_pre_15 | High correlation |
Hum_pre_7 is highly correlated with Hum_pre_15 | High correlation |
remoteness is highly correlated with longitude | High correlation |
longitude is highly correlated with remoteness | High correlation |
disc_pre_month is highly correlated with discovery_month | High correlation |
discovery_month is highly correlated with disc_pre_month | High correlation |
fire_name has 10759 (57.0%) missing values | Missing |
Prec_pre_30 is highly skewed (γ1 = 45.06388425) | Skewed |
fire_name is uniformly distributed | Uniform |
df_index has unique values | Unique |
Prec_pre_30 has 8533 (45.2%) zeros | Zeros |
Prec_pre_15 has 9945 (52.7%) zeros | Zeros |
Prec_pre_7 has 12147 (64.3%) zeros | Zeros |
Prec_cont has 13469 (71.3%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-30 02:01:46.090506 |
|---|---|
| Analysis finished | 2022-11-30 02:04:41.769395 |
| Duration | 2 minutes and 55.68 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 18888 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24999.60663 |
|---|---|
| Minimum | 1 |
| Maximum | 49999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2490.7 |
| Q1 | 12463 |
| median | 25032.5 |
| Q3 | 37491.5 |
| 95-th percentile | 47511.25 |
| Maximum | 49999 |
| Range | 49998 |
| Interquartile range (IQR) | 25028.5 |
Descriptive statistics
| Standard deviation | 14453.16028 |
|---|---|
| Coefficient of variation (CV) | 0.5781355081 |
| Kurtosis | -1.200386733 |
| Mean | 24999.60663 |
| Median Absolute Deviation (MAD) | 12512.5 |
| Skewness | -0.0001189252682 |
| Sum | 472192570 |
| Variance | 208893842.1 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 33264 | 1 | < 0.1% | |
| 33312 | 1 | < 0.1% | |
| 33311 | 1 | < 0.1% | |
| 33303 | 1 | < 0.1% | |
| 33301 | 1 | < 0.1% | |
| 33300 | 1 | < 0.1% | |
| 33298 | 1 | < 0.1% | |
| 33295 | 1 | < 0.1% | |
| 33289 | 1 | < 0.1% | |
| Other values (18878) | 18878 | 99.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 49999 | 1 | < 0.1% | |
| 49995 | 1 | < 0.1% | |
| 49994 | 1 | < 0.1% | |
| 49991 | 1 | < 0.1% | |
| 49990 | 1 | < 0.1% |
| Distinct | 7576 |
|---|---|
| Distinct (%) | 93.2% |
| Missing | 10759 |
| Missing (%) | 57.0% |
| Memory size | 147.6 KiB |
| GRASS FIRE | 72 |
|---|---|
| STATE | 21 |
| LOCAL | 11 |
| LOCAL FIRE | 9 |
| SPRING | 8 |
| Other values (7571) |
| Value | Count | Frequency (%) | |
| GRASS FIRE | 72 | 0.4% | |
| STATE | 21 | 0.1% | |
| LOCAL | 11 | 0.1% | |
| LOCAL FIRE | 9 | < 0.1% | |
| SPRING | 8 | < 0.1% | |
| UNKNOWN | 8 | < 0.1% | |
| RIVER | 8 | < 0.1% | |
| BRUSH FIRE | 7 | < 0.1% | |
| POWERLINE | 6 | < 0.1% | |
| TRASH FIRE | 6 | < 0.1% | |
| Other values (7566) | 7973 | 42.2% | |
| (Missing) | 10759 | 57.0% |
Unique
| Unique | 7257 ? |
|---|---|
| Unique (%) | 89.3% |
Length
| Max length | 50 |
|---|---|
| Median length | 3 |
| Mean length | 7.106628547 |
| Min length | 1 |
fire_size
Real number (ℝ≥0)
| Distinct | 290 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.560448462 |
|---|---|
| Minimum | 0.51 |
| Maximum | 3.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0.51 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3.49 |
| Range | 2.98 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7415684499 |
|---|---|
| Coefficient of variation (CV) | 0.4752277746 |
| Kurtosis | -0.6079638547 |
| Mean | 1.560448462 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.8072540908 |
| Sum | 29473.75055 |
| Variance | 0.5499237659 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 7767 | 41.1% | |
| 2 | 3728 | 19.7% | |
| 3 | 2182 | 11.6% | |
| 1.5 | 884 | 4.7% | |
| 2.5 | 370 | 2.0% | |
| 0.8 | 289 | 1.5% | |
| 0.75 | 244 | 1.3% | |
| 0.6 | 228 | 1.2% | |
| 0.7 | 212 | 1.1% | |
| 1.2 | 138 | 0.7% | |
| Other values (280) | 2846 | 15.1% |
| Value | Count | Frequency (%) | |
| 0.51 | 13 | 0.1% | |
| 0.52 | 14 | 0.1% | |
| 0.53 | 15 | 0.1% | |
| 0.54 | 19 | 0.1% | |
| 0.55 | 21 | 0.1% |
| Value | Count | Frequency (%) | |
| 3.49 | 3 | < 0.1% | |
| 3.48 | 2 | < 0.1% | |
| 3.4716 | 1 | < 0.1% | |
| 3.47 | 2 | < 0.1% | |
| 3.46 | 3 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| B |
|---|
| Value | Count | Frequency (%) | |
| B | 18888 | 100.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
latitude
Real number (ℝ≥0)
| Distinct | 17491 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.81479156 |
|---|---|
| Minimum | 17.969381 |
| Maximum | 67.1329 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 17.969381 |
|---|---|
| 5-th percentile | 29.00049 |
| Q1 | 32.26363516 |
| median | 34.4231105 |
| Q3 | 39.18972227 |
| 95-th percentile | 46.649043 |
| Maximum | 67.1329 |
| Range | 49.163519 |
| Interquartile range (IQR) | 6.92608711 |
Descriptive statistics
| Standard deviation | 5.826988766 |
|---|---|
| Coefficient of variation (CV) | 0.1626978271 |
| Kurtosis | 1.880657838 |
| Mean | 35.81479156 |
| Median Absolute Deviation (MAD) | 2.8387105 |
| Skewness | 0.5051891871 |
| Sum | 676469.783 |
| Variance | 33.95379807 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 47.8666 | 11 | 0.1% | |
| 33.3501 | 10 | 0.1% | |
| 18.403494 | 9 | < 0.1% | |
| 35.2833 | 9 | < 0.1% | |
| 18.305115 | 8 | < 0.1% | |
| 33.3353 | 7 | < 0.1% | |
| 35.3 | 7 | < 0.1% | |
| 18.471178 | 7 | < 0.1% | |
| 35.8333 | 7 | < 0.1% | |
| 18.374128 | 7 | < 0.1% | |
| Other values (17481) | 18806 | 99.6% |
| Value | Count | Frequency (%) | |
| 17.969381 | 4 | < 0.1% | |
| 17.969784 | 1 | < 0.1% | |
| 17.98027778 | 1 | < 0.1% | |
| 17.991743 | 2 | < 0.1% | |
| 17.992016 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 67.1329 | 1 | < 0.1% | |
| 67.0222 | 1 | < 0.1% | |
| 66.9 | 1 | < 0.1% | |
| 66.8333 | 1 | < 0.1% | |
| 66.7303 | 1 | < 0.1% |
| Distinct | 17908 |
|---|---|
| Distinct (%) | 94.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -92.75908034 |
|---|---|
| Minimum | -165.1167 |
| Maximum | -65.417709 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | -165.1167 |
|---|---|
| 5-th percentile | -120.8938889 |
| Q1 | -98.35386389 |
| median | -89.95781234 |
| Q3 | -82.180825 |
| 95-th percentile | -74.1612455 |
| Maximum | -65.417709 |
| Range | 99.698991 |
| Interquartile range (IQR) | 16.17303889 |
Descriptive statistics
| Standard deviation | 14.25110505 |
|---|---|
| Coefficient of variation (CV) | -0.1536356871 |
| Kurtosis | 0.9485488137 |
| Mean | -92.75908034 |
| Median Absolute Deviation (MAD) | 8.048475 |
| Skewness | -0.925160463 |
| Sum | -1752033.51 |
| Variance | 203.0939951 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -110.4573 | 11 | 0.1% | |
| -67.081078 | 9 | < 0.1% | |
| -110.4673 | 8 | < 0.1% | |
| -110.4507 | 8 | < 0.1% | |
| -67.23027 | 8 | < 0.1% | |
| -79.55 | 7 | < 0.1% | |
| -66.667595 | 7 | < 0.1% | |
| -67.157776 | 7 | < 0.1% | |
| -110.434 | 7 | < 0.1% | |
| -67.075279 | 7 | < 0.1% | |
| Other values (17898) | 18809 | 99.6% |
| Value | Count | Frequency (%) | |
| -165.1167 | 1 | < 0.1% | |
| -162.5667 | 1 | < 0.1% | |
| -161.068 | 1 | < 0.1% | |
| -161.0167 | 1 | < 0.1% | |
| -160.12 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| -65.417709 | 3 | < 0.1% | |
| -65.627907 | 1 | < 0.1% | |
| -65.806427 | 1 | < 0.1% | |
| -65.827446 | 1 | < 0.1% | |
| -66.026398 | 1 | < 0.1% |
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| TX | |
|---|---|
| GA | |
| CA | |
| MS | |
| NC | 1010 |
| Other values (46) |
| Value | Count | Frequency (%) | |
| TX | 2855 | 15.1% | |
| GA | 1832 | 9.7% | |
| CA | 1530 | 8.1% | |
| MS | 1170 | 6.2% | |
| NC | 1010 | 5.3% | |
| NY | 980 | 5.2% | |
| SC | 869 | 4.6% | |
| FL | 822 | 4.4% | |
| AL | 678 | 3.6% | |
| AR | 567 | 3.0% | |
| Other values (41) | 6575 | 34.8% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
disc_clean_date
Date
| Distinct | 6624 |
|---|---|
| Distinct (%) | 35.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| Minimum | 1992-01-01 00:00:00 |
|---|---|
| Maximum | 2015-12-24 00:00:00 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| Apr | |
|---|---|
| Mar | |
| Jul | |
| Aug | |
| Feb | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Apr | 2802 | 14.8% | |
| Mar | 2606 | 13.8% | |
| Jul | 1781 | 9.4% | |
| Aug | 1701 | 9.0% | |
| Feb | 1662 | 8.8% | |
| May | 1639 | 8.7% | |
| Jun | 1453 | 7.7% | |
| Sep | 1204 | 6.4% | |
| Jan | 1199 | 6.3% | |
| Oct | 1185 | 6.3% | |
| Other values (2) | 1656 | 8.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 6624 |
|---|---|
| Distinct (%) | 35.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| 1/11/2008 | 22 |
|---|---|
| 3/18/2005 | 20 |
| 3/31/2006 | 18 |
| 1/16/2006 | 18 |
| 1/20/2011 | 17 |
| Other values (6619) |
| Value | Count | Frequency (%) | |
| 1/11/2008 | 22 | 0.1% | |
| 3/18/2005 | 20 | 0.1% | |
| 3/31/2006 | 18 | 0.1% | |
| 1/16/2006 | 18 | 0.1% | |
| 1/20/2011 | 17 | 0.1% | |
| 3/16/2009 | 17 | 0.1% | |
| 3/17/2005 | 16 | 0.1% | |
| 3/20/2008 | 16 | 0.1% | |
| 3/18/2008 | 16 | 0.1% | |
| 3/19/2009 | 16 | 0.1% | |
| Other values (6614) | 18712 | 99.1% |
Unique
| Unique | 2158 ? |
|---|---|
| Unique (%) | 11.4% |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.84540449 |
| Min length | 8 |
disc_pre_year
Real number (ℝ≥0)
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2004.992694 |
|---|---|
| Minimum | 1991 |
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 1991 |
|---|---|
| 5-th percentile | 1993 |
| Q1 | 2000 |
| median | 2006 |
| Q3 | 2010 |
| 95-th percentile | 2014 |
| Maximum | 2015 |
| Range | 24 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.408678461 |
|---|---|
| Coefficient of variation (CV) | 0.003196360007 |
| Kurtosis | -0.8740780879 |
| Mean | 2004.992694 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.3722442741 |
| Sum | 37870302 |
| Variance | 41.07115962 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2006 | 1303 | 6.9% | |
| 2007 | 1222 | 6.5% | |
| 2005 | 1210 | 6.4% | |
| 2011 | 1191 | 6.3% | |
| 2008 | 1156 | 6.1% | |
| 2010 | 1053 | 5.6% | |
| 2009 | 929 | 4.9% | |
| 2012 | 892 | 4.7% | |
| 2000 | 794 | 4.2% | |
| 2014 | 789 | 4.2% | |
| Other values (15) | 8349 | 44.2% |
| Value | Count | Frequency (%) | |
| 1991 | 32 | 0.2% | |
| 1992 | 481 | 2.5% | |
| 1993 | 505 | 2.7% | |
| 1994 | 547 | 2.9% | |
| 1995 | 580 | 3.1% |
| Value | Count | Frequency (%) | |
| 2015 | 761 | 4.0% | |
| 2014 | 789 | 4.2% | |
| 2013 | 776 | 4.1% | |
| 2012 | 892 | 4.7% | |
| 2011 | 1191 | 6.3% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| Mar | |
|---|---|
| Feb | |
| Jan | |
| Jun | |
| Jul | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Mar | 2899 | 15.3% | |
| Feb | 2424 | 12.8% | |
| Jan | 1801 | 9.5% | |
| Jun | 1734 | 9.2% | |
| Jul | 1704 | 9.0% | |
| Apr | 1598 | 8.5% | |
| May | 1494 | 7.9% | |
| Aug | 1248 | 6.6% | |
| Dec | 1181 | 6.3% | |
| Sep | 1145 | 6.1% | |
| Other values (2) | 1660 | 8.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 1545 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| 999999 | 644 |
|---|---|
| 722348 | 351 |
| 785140 | 272 |
| 722170 | 197 |
| 723200 | 177 |
| Other values (1540) |
| Value | Count | Frequency (%) | |
| 999999 | 644 | 3.4% | |
| 722348 | 351 | 1.9% | |
| 785140 | 272 | 1.4% | |
| 722170 | 197 | 1.0% | |
| 723200 | 177 | 0.9% | |
| 723235 | 168 | 0.9% | |
| 725180 | 144 | 0.8% | |
| 727550 | 139 | 0.7% | |
| 722470 | 136 | 0.7% | |
| 722340 | 134 | 0.7% | |
| Other values (1535) | 16526 | 87.5% |
Unique
| Unique | 299 ? |
|---|---|
| Unique (%) | 1.6% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
dstation_m
Real number (ℝ≥0)
| Distinct | 18608 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36488.62981 |
|---|---|
| Minimum | 128.5288825 |
| Maximum | 197000.4751 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 128.5288825 |
|---|---|
| 5-th percentile | 7156.906541 |
| Q1 | 18573.65573 |
| median | 31630.11727 |
| Q3 | 48850.01344 |
| 95-th percentile | 83540.5629 |
| Maximum | 197000.4751 |
| Range | 196871.9462 |
| Interquartile range (IQR) | 30276.35771 |
Descriptive statistics
| Standard deviation | 24007.80129 |
|---|---|
| Coefficient of variation (CV) | 0.6579529409 |
| Kurtosis | 1.897884587 |
| Mean | 36488.62981 |
| Median Absolute Deviation (MAD) | 14595.79779 |
| Skewness | 1.196643586 |
| Sum | 689197239.9 |
| Variance | 576374523 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 11620.93756 | 9 | < 0.1% | |
| 23880.95406 | 8 | < 0.1% | |
| 4248.523517 | 7 | < 0.1% | |
| 14838.94444 | 7 | < 0.1% | |
| 73111.34427 | 7 | < 0.1% | |
| 56062.32434 | 6 | < 0.1% | |
| 19052.14045 | 5 | < 0.1% | |
| 94055.44221 | 5 | < 0.1% | |
| 13555.35033 | 5 | < 0.1% | |
| 18683.42691 | 5 | < 0.1% | |
| Other values (18598) | 18824 | 99.7% |
| Value | Count | Frequency (%) | |
| 128.5288825 | 1 | < 0.1% | |
| 143.0836759 | 1 | < 0.1% | |
| 402.0207299 | 1 | < 0.1% | |
| 480.5381643 | 1 | < 0.1% | |
| 534.759858 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 197000.4751 | 1 | < 0.1% | |
| 184797.3498 | 1 | < 0.1% | |
| 179167.5924 | 1 | < 0.1% | |
| 176462.1699 | 1 | < 0.1% | |
| 174414.0738 | 1 | < 0.1% |
wstation_wban
Real number (ℝ≥0)
| Distinct | 1189 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59369.41354 |
|---|---|
| Minimum | 100 |
| Maximum | 99999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 3717.7 |
| Q1 | 13894 |
| median | 63882 |
| Q3 | 99999 |
| 95-th percentile | 99999 |
| Maximum | 99999 |
| Range | 99899 |
| Interquartile range (IQR) | 86105 |
Descriptive statistics
| Standard deviation | 41151.49112 |
|---|---|
| Coefficient of variation (CV) | 0.6931429614 |
| Kurtosis | -1.7537716 |
| Mean | 59369.41354 |
| Median Absolute Deviation (MAD) | 36117 |
| Skewness | -0.2332263753 |
| Sum | 1121369483 |
| Variance | 1693445221 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 99999 | 7352 | 38.9% | |
| 53808 | 303 | 1.6% | |
| 11603 | 272 | 1.4% | |
| 3813 | 197 | 1.0% | |
| 3901 | 179 | 0.9% | |
| 13896 | 168 | 0.9% | |
| 14735 | 144 | 0.8% | |
| 13865 | 134 | 0.7% | |
| 14958 | 125 | 0.7% | |
| 13978 | 120 | 0.6% | |
| Other values (1179) | 9894 | 52.4% |
| Value | Count | Frequency (%) | |
| 100 | 4 | < 0.1% | |
| 120 | 2 | < 0.1% | |
| 122 | 4 | < 0.1% | |
| 127 | 10 | 0.1% | |
| 128 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99999 | 7352 | 38.9% | |
| 96402 | 1 | < 0.1% | |
| 94999 | 5 | < 0.1% | |
| 94997 | 4 | < 0.1% | |
| 94994 | 4 | < 0.1% |
wstation_byear
Real number (ℝ≥0)
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1981.232264 |
|---|---|
| Minimum | 1931 |
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 1931 |
|---|---|
| 5-th percentile | 1942 |
| Q1 | 1973 |
| median | 1983 |
| Q3 | 2006 |
| 95-th percentile | 2008 |
| Maximum | 2014 |
| Range | 83 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 23.8479814 |
|---|---|
| Coefficient of variation (CV) | 0.01203694379 |
| Kurtosis | -1.107937111 |
| Mean | 1981.232264 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | -0.4810906114 |
| Sum | 37421515 |
| Variance | 568.7262169 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1973 | 3915 | 20.7% | |
| 2006 | 3839 | 20.3% | |
| 1942 | 1181 | 6.3% | |
| 2005 | 786 | 4.2% | |
| 1990 | 630 | 3.3% | |
| 1945 | 554 | 2.9% | |
| 1941 | 534 | 2.8% | |
| 1943 | 454 | 2.4% | |
| 1977 | 444 | 2.4% | |
| 1999 | 400 | 2.1% | |
| Other values (68) | 6151 | 32.6% |
| Value | Count | Frequency (%) | |
| 1931 | 5 | < 0.1% | |
| 1932 | 2 | < 0.1% | |
| 1933 | 16 | 0.1% | |
| 1935 | 95 | 0.5% | |
| 1936 | 41 | 0.2% |
| Value | Count | Frequency (%) | |
| 2014 | 5 | < 0.1% | |
| 2013 | 40 | 0.2% | |
| 2012 | 64 | 0.3% | |
| 2011 | 148 | 0.8% | |
| 2010 | 231 | 1.2% |
wstation_eyear
Real number (ℝ≥0)
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.415131 |
|---|---|
| Minimum | 1993 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 1993 |
|---|---|
| 5-th percentile | 2005 |
| Q1 | 2016 |
| median | 2020 |
| Q3 | 2020 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 27 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 6.219506883 |
|---|---|
| Coefficient of variation (CV) | 0.003084437717 |
| Kurtosis | 0.5342934477 |
| Mean | 2016.415131 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.439382547 |
| Sum | 38086049 |
| Variance | 38.68226587 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2020 | 12590 | 66.7% | |
| 2005 | 2249 | 11.9% | |
| 2010 | 830 | 4.4% | |
| 2018 | 770 | 4.1% | |
| 2019 | 720 | 3.8% | |
| 2004 | 381 | 2.0% | |
| 1999 | 168 | 0.9% | |
| 2003 | 163 | 0.9% | |
| 2009 | 120 | 0.6% | |
| 2008 | 110 | 0.6% | |
| Other values (18) | 787 | 4.2% |
| Value | Count | Frequency (%) | |
| 1993 | 4 | < 0.1% | |
| 1994 | 4 | < 0.1% | |
| 1995 | 18 | 0.1% | |
| 1996 | 61 | 0.3% | |
| 1997 | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2020 | 12590 | 66.7% | |
| 2019 | 720 | 3.8% | |
| 2018 | 770 | 4.1% | |
| 2017 | 60 | 0.3% | |
| 2016 | 92 | 0.5% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| 0.1 |
|---|
| Value | Count | Frequency (%) | |
| 0.1 | 18888 | 100.0% |
| Distinct | 7513 |
|---|---|
| Distinct (%) | 39.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.6 KiB |
| 999999-94943-2005.gz | 102 |
|---|---|
| 999999-94060-2011.gz | 94 |
| 999999-54828-2006.gz | 72 |
| 785140-99999-2005.gz | 61 |
| 999999-54918-2013.gz | 61 |
| Other values (7508) |
| Value | Count | Frequency (%) | |
| 999999-94943-2005.gz | 102 | 0.5% | |
| 999999-94060-2011.gz | 94 | 0.5% | |
| 999999-54828-2006.gz | 72 | 0.4% | |
| 785140-99999-2005.gz | 61 | 0.3% | |
| 999999-54918-2013.gz | 61 | 0.3% | |
| 999999-73801-2012.gz | 59 | 0.3% | |
| 999999-63896-2007.gz | 58 | 0.3% | |
| 999999-53927-2015.gz | 50 | 0.3% | |
| 785140-11603-2006.gz | 47 | 0.2% | |
| 999999-63898-2008.gz | 39 | 0.2% | |
| Other values (7503) | 18245 | 96.6% |
Unique
| Unique | 3848 ? |
|---|---|
| Unique (%) | 20.4% |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 20 |
| Min length | 20 |
| Distinct | 18129 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.36999162 |
|---|---|
| Minimum | -49.21052632 |
| Maximum | 46.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | -49.21052632 |
|---|---|
| 5-th percentile | 1.466425627 |
| Q1 | 8.664419461 |
| median | 15.17630074 |
| Q3 | 22.99416399 |
| 95-th percentile | 28.26753237 |
| Maximum | 46.6 |
| Range | 95.81052632 |
| Interquartile range (IQR) | 14.32974452 |
Descriptive statistics
| Standard deviation | 8.711087557 |
|---|---|
| Coefficient of variation (CV) | 0.5667594215 |
| Kurtosis | -0.4842156007 |
| Mean | 15.36999162 |
| Median Absolute Deviation (MAD) | 7.13159823 |
| Skewness | -0.1778253601 |
| Sum | 290308.4017 |
| Variance | 75.88304643 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 15.4552794 | 55 | 0.3% | |
| 22 | 8 | < 0.1% | |
| 1 | 7 | < 0.1% | |
| 24.54446461 | 6 | < 0.1% | |
| 13 | 6 | < 0.1% | |
| 21 | 5 | < 0.1% | |
| 8.85377193 | 5 | < 0.1% | |
| 25 | 5 | < 0.1% | |
| -9.560578704 | 5 | < 0.1% | |
| 15.71855167 | 5 | < 0.1% | |
| Other values (18119) | 18781 | 99.4% |
| Value | Count | Frequency (%) | |
| -49.21052632 | 2 | < 0.1% | |
| -18.8 | 1 | < 0.1% | |
| -14.6 | 1 | < 0.1% | |
| -14.16082317 | 1 | < 0.1% | |
| -13.73101412 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 46.6 | 1 | < 0.1% | |
| 41.67781955 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 37.05099778 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% |
| Distinct | 17379 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.10246535 |
|---|---|
| Minimum | -37 |
| Maximum | 51.56779661 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | -37 |
|---|---|
| 5-th percentile | 2.679643511 |
| Q1 | 9.77149066 |
| median | 16.18845909 |
| Q3 | 23.14290875 |
| 95-th percentile | 28.66981802 |
| Maximum | 51.56779661 |
| Range | 88.56779661 |
| Interquartile range (IQR) | 13.37141809 |
Descriptive statistics
| Standard deviation | 8.314156088 |
|---|---|
| Coefficient of variation (CV) | 0.5163281466 |
| Kurtosis | -0.6078519181 |
| Mean | 16.10246535 |
| Median Absolute Deviation (MAD) | 6.681858667 |
| Skewness | -0.1443350873 |
| Sum | 304143.3655 |
| Variance | 69.12519146 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 16.18845909 | 786 | 4.2% | |
| 1 | 6 | < 0.1% | |
| 25.16785714 | 6 | < 0.1% | |
| 16.54180672 | 5 | < 0.1% | |
| 11.35497186 | 5 | < 0.1% | |
| -7.751712963 | 5 | < 0.1% | |
| 17 | 5 | < 0.1% | |
| 13 | 5 | < 0.1% | |
| 24.63681592 | 4 | < 0.1% | |
| 9 | 4 | < 0.1% | |
| Other values (17369) | 18057 | 95.6% |
| Value | Count | Frequency (%) | |
| -37 | 1 | < 0.1% | |
| -18.8 | 1 | < 0.1% | |
| -17.36883538 | 1 | < 0.1% | |
| -16.93209076 | 1 | < 0.1% | |
| -13.85883306 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 51.56779661 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 38.03043478 | 1 | < 0.1% | |
| 37.85858586 | 1 | < 0.1% |
| Distinct | 16861 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.52110675 |
|---|---|
| Minimum | -19.57113095 |
| Maximum | 52.01449275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | -19.57113095 |
|---|---|
| 5-th percentile | 3.144484602 |
| Q1 | 10.34668207 |
| median | 16.61028145 |
| Q3 | 23.32747702 |
| 95-th percentile | 29.07407949 |
| Maximum | 52.01449275 |
| Range | 71.5856237 |
| Interquartile range (IQR) | 12.98079495 |
Descriptive statistics
| Standard deviation | 8.203914159 |
|---|---|
| Coefficient of variation (CV) | 0.4965717057 |
| Kurtosis | -0.5805156097 |
| Mean | 16.52110675 |
| Median Absolute Deviation (MAD) | 6.496664452 |
| Skewness | -0.1623049781 |
| Sum | 312050.6643 |
| Variance | 67.30420753 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 16.61028145 | 1114 | 5.9% | |
| 25.203125 | 6 | < 0.1% | |
| 1 | 6 | < 0.1% | |
| 18 | 5 | < 0.1% | |
| -3.905704365 | 5 | < 0.1% | |
| 12 | 5 | < 0.1% | |
| 16.89358586 | 5 | < 0.1% | |
| 24 | 5 | < 0.1% | |
| 23.8 | 5 | < 0.1% | |
| 26.5 | 5 | < 0.1% | |
| Other values (16851) | 17727 | 93.9% |
| Value | Count | Frequency (%) | |
| -19.57113095 | 1 | < 0.1% | |
| -18.078 | 1 | < 0.1% | |
| -16.45995037 | 2 | < 0.1% | |
| -15.92083333 | 1 | < 0.1% | |
| -15.28992556 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 52.01449275 | 1 | < 0.1% | |
| 50.5 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 38.52173913 | 1 | < 0.1% | |
| 38.05882353 | 1 | < 0.1% |
| Distinct | 18243 |
|---|---|
| Distinct (%) | 96.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.50312815 |
|---|---|
| Minimum | -16.72625815 |
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | -16.72625815 |
|---|---|
| 5-th percentile | 3.540499155 |
| Q1 | 10.70561665 |
| median | 16.27466785 |
| Q3 | 23.21641543 |
| 95-th percentile | 28.37064247 |
| Maximum | 52 |
| Range | 68.72625815 |
| Interquartile range (IQR) | 12.51079879 |
Descriptive statistics
| Standard deviation | 7.914882523 |
|---|---|
| Coefficient of variation (CV) | 0.479598925 |
| Kurtosis | -0.5480868157 |
| Mean | 16.50312815 |
| Median Absolute Deviation (MAD) | 6.16819652 |
| Skewness | -0.1635120452 |
| Sum | 311711.0846 |
| Variance | 62.64536535 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 22 | 7 | < 0.1% | |
| 9 | 6 | < 0.1% | |
| 1 | 6 | < 0.1% | |
| 24 | 6 | < 0.1% | |
| 25.58614565 | 6 | < 0.1% | |
| 26 | 5 | < 0.1% | |
| 29 | 5 | < 0.1% | |
| -7.072665344 | 5 | < 0.1% | |
| 30 | 5 | < 0.1% | |
| 11.18484378 | 5 | < 0.1% | |
| Other values (18233) | 18832 | 99.7% |
| Value | Count | Frequency (%) | |
| -16.72625815 | 1 | < 0.1% | |
| -15.46325835 | 1 | < 0.1% | |
| -15.17019831 | 1 | < 0.1% | |
| -14.01795347 | 1 | < 0.1% | |
| -13.55364608 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 52 | 1 | < 0.1% | |
| 48.4200363 | 1 | < 0.1% | |
| 39.4 | 1 | < 0.1% | |
| 37.82857143 | 1 | < 0.1% | |
| 37.57369073 | 1 | < 0.1% |
| Distinct | 17926 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.114361714 |
|---|---|
| Minimum | 0.025694444 |
| Maximum | 29.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0.025694444 |
|---|---|
| 5-th percentile | 1.456921603 |
| Q1 | 2.31648112 |
| median | 3.0342676 |
| Q3 | 3.785716758 |
| 95-th percentile | 5.115455877 |
| Maximum | 29.8 |
| Range | 29.77430556 |
| Interquartile range (IQR) | 1.469235638 |
Descriptive statistics
| Standard deviation | 1.138263427 |
|---|---|
| Coefficient of variation (CV) | 0.3654885115 |
| Kurtosis | 16.89360534 |
| Mean | 3.114361714 |
| Median Absolute Deviation (MAD) | 0.7307539685 |
| Skewness | 1.294534269 |
| Sum | 58824.06406 |
| Variance | 1.29564363 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.156725914 | 223 | 1.2% | |
| 5.1 | 14 | 0.1% | |
| 3.1 | 13 | 0.1% | |
| 2.6 | 10 | 0.1% | |
| 3.6 | 9 | < 0.1% | |
| 3.862659381 | 6 | < 0.1% | |
| 2.1 | 6 | < 0.1% | |
| 2.015899582 | 5 | < 0.1% | |
| 2.55 | 5 | < 0.1% | |
| 3.907237423 | 5 | < 0.1% | |
| Other values (17916) | 18592 | 98.4% |
| Value | Count | Frequency (%) | |
| 0.025694444 | 1 | < 0.1% | |
| 0.23 | 1 | < 0.1% | |
| 0.259701493 | 1 | < 0.1% | |
| 0.273333333 | 1 | < 0.1% | |
| 0.27826087 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 29.8 | 1 | < 0.1% | |
| 12.79207921 | 1 | < 0.1% | |
| 10.78500311 | 1 | < 0.1% | |
| 10.37078652 | 1 | < 0.1% | |
| 9.131582569 | 1 | < 0.1% |
| Distinct | 17107 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.112187232 |
|---|---|
| Minimum | 0.017250324 |
| Maximum | 29.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0.017250324 |
|---|---|
| 5-th percentile | 1.421835953 |
| Q1 | 2.302857244 |
| median | 3.08285078 |
| Q3 | 3.75965812 |
| 95-th percentile | 5.152247713 |
| Maximum | 29.8 |
| Range | 29.78274968 |
| Interquartile range (IQR) | 1.456800877 |
Descriptive statistics
| Standard deviation | 1.1560003 |
|---|---|
| Coefficient of variation (CV) | 0.3714430444 |
| Kurtosis | 16.13083126 |
| Mean | 3.112187232 |
| Median Absolute Deviation (MAD) | 0.734400775 |
| Skewness | 1.297402001 |
| Sum | 58782.99245 |
| Variance | 1.336336694 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.15515711 | 961 | 5.1% | |
| 3.1 | 13 | 0.1% | |
| 3.6 | 9 | < 0.1% | |
| 5.1 | 8 | < 0.1% | |
| 2.6 | 6 | < 0.1% | |
| 3.547857143 | 6 | < 0.1% | |
| 3.532768362 | 5 | < 0.1% | |
| 3.35 | 5 | < 0.1% | |
| 4.116388889 | 5 | < 0.1% | |
| 2.029131653 | 5 | < 0.1% | |
| Other values (17097) | 17865 | 94.6% |
| Value | Count | Frequency (%) | |
| 0.017250324 | 1 | < 0.1% | |
| 0.017334778 | 1 | < 0.1% | |
| 0.031388889 | 1 | < 0.1% | |
| 0.078947368 | 1 | < 0.1% | |
| 0.204559271 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 29.8 | 1 | < 0.1% | |
| 14.07932011 | 1 | < 0.1% | |
| 10.59253499 | 1 | < 0.1% | |
| 9.929775281 | 1 | < 0.1% | |
| 9.23631516 | 1 | < 0.1% |
Wind_pre_7
Real number (ℝ≥0)
| Distinct | 16375 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.095403008 |
|---|---|
| Minimum | 0.012560386 |
| Maximum | 15.70658683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0.012560386 |
|---|---|
| 5-th percentile | 1.288655303 |
| Q1 | 2.249630216 |
| median | 3.083719605 |
| Q3 | 3.756654705 |
| 95-th percentile | 5.288194445 |
| Maximum | 15.70658683 |
| Range | 15.69402644 |
| Interquartile range (IQR) | 1.507024489 |
Descriptive statistics
| Standard deviation | 1.219495497 |
|---|---|
| Coefficient of variation (CV) | 0.3939698623 |
| Kurtosis | 2.052492405 |
| Mean | 3.095403008 |
| Median Absolute Deviation (MAD) | 0.764175954 |
| Skewness | 0.8043221974 |
| Sum | 58465.97202 |
| Variance | 1.487169268 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.136239891 | 1288 | 6.8% | |
| 3.1 | 14 | 0.1% | |
| 3.6 | 12 | 0.1% | |
| 2.5 | 8 | < 0.1% | |
| 1.55 | 6 | < 0.1% | |
| 4.025 | 6 | < 0.1% | |
| 2.342261905 | 5 | < 0.1% | |
| 2 | 5 | < 0.1% | |
| 1.78969697 | 5 | < 0.1% | |
| 4.553571429 | 5 | < 0.1% | |
| Other values (16365) | 17534 | 92.8% |
| Value | Count | Frequency (%) | |
| 0.012560386 | 1 | < 0.1% | |
| 0.018452381 | 1 | < 0.1% | |
| 0.033962264 | 1 | < 0.1% | |
| 0.045070423 | 1 | < 0.1% | |
| 0.159589041 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15.70658683 | 1 | < 0.1% | |
| 12.68167331 | 1 | < 0.1% | |
| 11.62857143 | 1 | < 0.1% | |
| 10.75 | 1 | < 0.1% | |
| 10.24896104 | 1 | < 0.1% |
Wind_cont
Real number (ℝ≥0)
| Distinct | 18023 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.100929472 |
|---|---|
| Minimum | 0.02517857133 |
| Maximum | 20.91207996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0.02517857133 |
|---|---|
| 5-th percentile | 1.442011005 |
| Q1 | 2.32716157 |
| median | 3.005855469 |
| Q3 | 3.754412443 |
| 95-th percentile | 5.1 |
| Maximum | 20.91207996 |
| Range | 20.88690139 |
| Interquartile range (IQR) | 1.427250873 |
Descriptive statistics
| Standard deviation | 1.128792587 |
|---|---|
| Coefficient of variation (CV) | 0.3640174979 |
| Kurtosis | 4.589237259 |
| Mean | 3.100929472 |
| Median Absolute Deviation (MAD) | 0.7070006824 |
| Skewness | 0.8791208548 |
| Sum | 58570.35586 |
| Variance | 1.274172705 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.149374305 | 158 | 0.8% | |
| 5.1 | 10 | 0.1% | |
| 3.1 | 9 | < 0.1% | |
| 3.6 | 9 | < 0.1% | |
| 2.6 | 8 | < 0.1% | |
| 7.7 | 7 | < 0.1% | |
| 3.9 | 6 | < 0.1% | |
| 3.434458259 | 6 | < 0.1% | |
| 2.5 | 5 | < 0.1% | |
| 3.15 | 5 | < 0.1% | |
| Other values (18013) | 18665 | 98.8% |
| Value | Count | Frequency (%) | |
| 0.02517857133 | 1 | < 0.1% | |
| 0.155963303 | 1 | < 0.1% | |
| 0.229464286 | 1 | < 0.1% | |
| 0.260377358 | 1 | < 0.1% | |
| 0.262121212 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20.91207996 | 1 | < 0.1% | |
| 14.19266205 | 1 | < 0.1% | |
| 9.828070175 | 1 | < 0.1% | |
| 9.625 | 1 | < 0.1% | |
| 9.065248227 | 1 | < 0.1% |
| Distinct | 17575 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.9509766 |
|---|---|
| Minimum | 6 |
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 38.190102 |
| Q1 | 58.6751488 |
| median | 64.97227556 |
| Q3 | 70.75416706 |
| 95-th percentile | 77.66352277 |
| Maximum | 96 |
| Range | 90 |
| Interquartile range (IQR) | 12.07901826 |
Descriptive statistics
| Standard deviation | 11.9220832 |
|---|---|
| Coefficient of variation (CV) | 0.189386787 |
| Kurtosis | 2.163403178 |
| Mean | 62.9509766 |
| Median Absolute Deviation (MAD) | 5.96835176 |
| Skewness | -1.270936946 |
| Sum | 1189018.046 |
| Variance | 142.1360678 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 62.18333945 | 626 | 3.3% | |
| 52 | 7 | < 0.1% | |
| 74.61313869 | 6 | < 0.1% | |
| 67 | 6 | < 0.1% | |
| 88 | 5 | < 0.1% | |
| 61 | 5 | < 0.1% | |
| 66 | 5 | < 0.1% | |
| 60.77708703 | 5 | < 0.1% | |
| 72.39124227 | 4 | < 0.1% | |
| 64.21649485 | 4 | < 0.1% | |
| Other values (17565) | 18215 | 96.4% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 9.351165981 | 1 | < 0.1% | |
| 11 | 3 | < 0.1% | |
| 11.93931034 | 1 | < 0.1% | |
| 12 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 96 | 1 | < 0.1% | |
| 94 | 4 | < 0.1% | |
| 93.91666667 | 1 | < 0.1% | |
| 92.14285714 | 1 | < 0.1% | |
| 92.08163265 | 1 | < 0.1% |
| Distinct | 16813 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.77658821 |
|---|---|
| Minimum | 6 |
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 37.01955612 |
| Q1 | 57.19107047 |
| median | 63.14755136 |
| Q3 | 69.80668673 |
| 95-th percentile | 77.58491068 |
| Maximum | 94 |
| Range | 88 |
| Interquartile range (IQR) | 12.61561626 |
Descriptive statistics
| Standard deviation | 12.09754933 |
|---|---|
| Coefficient of variation (CV) | 0.1958274111 |
| Kurtosis | 1.902839272 |
| Mean | 61.77658821 |
| Median Absolute Deviation (MAD) | 6.3858683 |
| Skewness | -1.140958106 |
| Sum | 1166836.198 |
| Variance | 146.3506999 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 60.97720575 | 1353 | 7.2% | |
| 68 | 6 | < 0.1% | |
| 75.2437276 | 6 | < 0.1% | |
| 61 | 5 | < 0.1% | |
| 51.9752381 | 5 | < 0.1% | |
| 58 | 5 | < 0.1% | |
| 62.43551797 | 4 | < 0.1% | |
| 64 | 4 | < 0.1% | |
| 62.96666667 | 4 | < 0.1% | |
| 69 | 4 | < 0.1% | |
| Other values (16803) | 17492 | 92.6% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 6.4 | 1 | < 0.1% | |
| 7.547945205 | 1 | < 0.1% | |
| 8.452777778 | 1 | < 0.1% | |
| 10.99152542 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 94 | 3 | < 0.1% | |
| 93.75 | 1 | < 0.1% | |
| 93.45454545 | 1 | < 0.1% | |
| 93.14285714 | 1 | < 0.1% | |
| 93 | 1 | < 0.1% |
| Distinct | 16187 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.63436986 |
|---|---|
| Minimum | 5.976608187 |
| Maximum | 95.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 5.976608187 |
|---|---|
| 5-th percentile | 35.67166723 |
| Q1 | 55.00595238 |
| median | 61.35696339 |
| Q3 | 69.21666845 |
| 95-th percentile | 78.07054508 |
| Maximum | 95.24 |
| Range | 89.26339181 |
| Interquartile range (IQR) | 14.21071607 |
Descriptive statistics
| Standard deviation | 12.68578564 |
|---|---|
| Coefficient of variation (CV) | 0.2092177369 |
| Kurtosis | 1.308905996 |
| Mean | 60.63436986 |
| Median Absolute Deviation (MAD) | 7.307039075 |
| Skewness | -0.9193486946 |
| Sum | 1145261.978 |
| Variance | 160.9291574 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 59.81104416 | 1669 | 8.8% | |
| 70 | 12 | 0.1% | |
| 49 | 6 | < 0.1% | |
| 69 | 6 | < 0.1% | |
| 74.9921875 | 6 | < 0.1% | |
| 41 | 6 | < 0.1% | |
| 48 | 6 | < 0.1% | |
| 78 | 5 | < 0.1% | |
| 61 | 5 | < 0.1% | |
| 59.5 | 5 | < 0.1% | |
| Other values (16177) | 17162 | 90.9% |
| Value | Count | Frequency (%) | |
| 5.976608187 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 6.4 | 1 | < 0.1% | |
| 8.146814404 | 1 | < 0.1% | |
| 8.883333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 95.24 | 1 | < 0.1% | |
| 94 | 5 | < 0.1% | |
| 93.51351351 | 1 | < 0.1% | |
| 92.51376147 | 1 | < 0.1% | |
| 91.52727273 | 1 | < 0.1% |
Hum_cont
Real number (ℝ≥0)
| Distinct | 17674 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.27396022 |
|---|---|
| Minimum | 7.458333333 |
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 7.458333333 |
|---|---|
| 5-th percentile | 37.77288972 |
| Q1 | 57.67119464 |
| median | 64.12309308 |
| Q3 | 70.17274448 |
| 95-th percentile | 77.67273867 |
| Maximum | 94 |
| Range | 86.54166667 |
| Interquartile range (IQR) | 12.50154984 |
Descriptive statistics
| Standard deviation | 12.0159089 |
|---|---|
| Coefficient of variation (CV) | 0.192952381 |
| Kurtosis | 2.059463339 |
| Mean | 62.27396022 |
| Median Absolute Deviation (MAD) | 6.185458915 |
| Skewness | -1.210037996 |
| Sum | 1176230.561 |
| Variance | 144.3820667 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 60.99052979 | 560 | 3.0% | |
| 75.52669039 | 6 | < 0.1% | |
| 66 | 5 | < 0.1% | |
| 65 | 5 | < 0.1% | |
| 58.82291435 | 5 | < 0.1% | |
| 64 | 5 | < 0.1% | |
| 70 | 5 | < 0.1% | |
| 61 | 5 | < 0.1% | |
| 44 | 5 | < 0.1% | |
| 36 | 4 | < 0.1% | |
| Other values (17664) | 18283 | 96.8% |
| Value | Count | Frequency (%) | |
| 7.458333333 | 1 | < 0.1% | |
| 8.576923077 | 1 | < 0.1% | |
| 9.166666667 | 1 | < 0.1% | |
| 9.6 | 1 | < 0.1% | |
| 9.866666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 94 | 2 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 91.29859719 | 1 | < 0.1% | |
| 91.27777778 | 1 | < 0.1% | |
| 91.13333333 | 1 | < 0.1% |
| Distinct | 2141 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.95158302 |
|---|---|
| Minimum | 0 |
| Maximum | 13560.8 |
| Zeros | 8533 |
| Zeros (%) | 45.2% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.3 |
| Q3 | 48 |
| 95-th percentile | 154.1 |
| Maximum | 13560.8 |
| Range | 13560.8 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 149.2364464 |
|---|---|
| Coefficient of variation (CV) | 3.644216791 |
| Kurtosis | 3672.289903 |
| Mean | 40.95158302 |
| Median Absolute Deviation (MAD) | 3.3 |
| Skewness | 45.06388425 |
| Sum | 773493.5 |
| Variance | 22271.51694 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 8533 | 45.2% | |
| 0.3 | 128 | 0.7% | |
| 0.8 | 88 | 0.5% | |
| 0.5 | 83 | 0.4% | |
| 1 | 60 | 0.3% | |
| 1.8 | 57 | 0.3% | |
| 4.1 | 43 | 0.2% | |
| 1.3 | 43 | 0.2% | |
| 3.3 | 43 | 0.2% | |
| 3.6 | 36 | 0.2% | |
| Other values (2131) | 9774 | 51.7% |
| Value | Count | Frequency (%) | |
| 0 | 8533 | 45.2% | |
| 0.3 | 128 | 0.7% | |
| 0.5 | 83 | 0.4% | |
| 0.6 | 29 | 0.2% | |
| 0.8 | 88 | 0.5% |
| Value | Count | Frequency (%) | |
| 13560.8 | 1 | < 0.1% | |
| 4936.7 | 1 | < 0.1% | |
| 2839 | 1 | < 0.1% | |
| 2797 | 1 | < 0.1% | |
| 2527 | 2 | < 0.1% |
| Distinct | 1346 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.13695468 |
|---|---|
| Minimum | 0 |
| Maximum | 2527 |
| Zeros | 9945 |
| Zeros (%) | 52.7% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 17 |
| 95-th percentile | 76.8 |
| Maximum | 2527 |
| Range | 2527 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 60.97184993 |
|---|---|
| Coefficient of variation (CV) | 3.361746832 |
| Kurtosis | 330.8871964 |
| Mean | 18.13695468 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.10509987 |
| Sum | 342570.8 |
| Variance | 3717.566484 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 9945 | 52.7% | |
| 0.3 | 287 | 1.5% | |
| 0.5 | 138 | 0.7% | |
| 0.8 | 130 | 0.7% | |
| 1.3 | 105 | 0.6% | |
| 1 | 105 | 0.6% | |
| 0.6 | 79 | 0.4% | |
| 1.5 | 79 | 0.4% | |
| 1.8 | 74 | 0.4% | |
| 2.3 | 67 | 0.4% | |
| Other values (1336) | 7879 | 41.7% |
| Value | Count | Frequency (%) | |
| 0 | 9945 | 52.7% | |
| 0.3 | 287 | 1.5% | |
| 0.5 | 138 | 0.7% | |
| 0.6 | 79 | 0.4% | |
| 0.8 | 130 | 0.7% |
| Value | Count | Frequency (%) | |
| 2527 | 1 | < 0.1% | |
| 1638 | 2 | < 0.1% | |
| 1400 | 1 | < 0.1% | |
| 1258 | 1 | < 0.1% | |
| 1250 | 1 | < 0.1% |
| Distinct | 849 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.557645066 |
|---|---|
| Minimum | 0 |
| Maximum | 1250 |
| Zeros | 12147 |
| Zeros (%) | 64.3% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.8 |
| 95-th percentile | 36.365 |
| Maximum | 1250 |
| Range | 1250 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 33.84664473 |
|---|---|
| Coefficient of variation (CV) | 4.478464447 |
| Kurtosis | 434.8771182 |
| Mean | 7.557645066 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.95700356 |
| Sum | 142748.8 |
| Variance | 1145.59536 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 12147 | 64.3% | |
| 0.3 | 478 | 2.5% | |
| 0.5 | 201 | 1.1% | |
| 0.8 | 177 | 0.9% | |
| 1 | 162 | 0.9% | |
| 0.6 | 142 | 0.8% | |
| 1.3 | 141 | 0.7% | |
| 1.8 | 109 | 0.6% | |
| 2 | 102 | 0.5% | |
| 1.5 | 90 | 0.5% | |
| Other values (839) | 5139 | 27.2% |
| Value | Count | Frequency (%) | |
| 0 | 12147 | 64.3% | |
| 0.3 | 478 | 2.5% | |
| 0.5 | 201 | 1.1% | |
| 0.6 | 142 | 0.8% | |
| 0.8 | 177 | 0.9% |
| Value | Count | Frequency (%) | |
| 1250 | 1 | < 0.1% | |
| 1145 | 1 | < 0.1% | |
| 1136 | 1 | < 0.1% | |
| 1088 | 1 | < 0.1% | |
| 1068 | 1 | < 0.1% |
| Distinct | 1867 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.4877806 |
|---|---|
| Minimum | 0 |
| Maximum | 2126 |
| Zeros | 13469 |
| Zeros (%) | 71.3% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7.525 |
| 95-th percentile | 129.165 |
| Maximum | 2126 |
| Range | 2126 |
| Interquartile range (IQR) | 7.525 |
Descriptive statistics
| Standard deviation | 72.29766591 |
|---|---|
| Coefficient of variation (CV) | 3.078096953 |
| Kurtosis | 197.2194448 |
| Mean | 23.4877806 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.39687794 |
| Sum | 443637.2 |
| Variance | 5226.952495 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 13469 | 71.3% | |
| 0.3 | 86 | 0.5% | |
| 0.5 | 42 | 0.2% | |
| 0.8 | 35 | 0.2% | |
| 1 | 32 | 0.2% | |
| 1.3 | 24 | 0.1% | |
| 1.8 | 22 | 0.1% | |
| 2 | 17 | 0.1% | |
| 6.9 | 17 | 0.1% | |
| 0.6 | 17 | 0.1% | |
| Other values (1857) | 5127 | 27.1% |
| Value | Count | Frequency (%) | |
| 0 | 13469 | 71.3% | |
| 0.3 | 86 | 0.5% | |
| 0.5 | 42 | 0.2% | |
| 0.6 | 17 | 0.1% | |
| 0.8 | 35 | 0.2% |
| Value | Count | Frequency (%) | |
| 2126 | 1 | < 0.1% | |
| 2021 | 1 | < 0.1% | |
| 1906 | 1 | < 0.1% | |
| 1743 | 1 | < 0.1% | |
| 1650.6 | 1 | < 0.1% |
| Distinct | 18589 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2352705835 |
|---|---|
| Minimum | 0.000390296094 |
| Maximum | 0.98889249 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | 0.000390296094 |
|---|---|
| 5-th percentile | 0.06191042072 |
| Q1 | 0.137699993 |
| median | 0.2072654738 |
| Q3 | 0.2860982792 |
| 95-th percentile | 0.5041939973 |
| Maximum | 0.98889249 |
| Range | 0.9885021939 |
| Interquartile range (IQR) | 0.1483982862 |
Descriptive statistics
| Standard deviation | 0.1346611626 |
|---|---|
| Coefficient of variation (CV) | 0.5723671894 |
| Kurtosis | 1.667518165 |
| Mean | 0.2352705835 |
| Median Absolute Deviation (MAD) | 0.07316297184 |
| Skewness | 1.102338867 |
| Sum | 4443.790781 |
| Variance | 0.01813362871 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.0203076585 | 9 | < 0.1% | |
| 0.02167560651 | 8 | < 0.1% | |
| 0.01732926128 | 7 | < 0.1% | |
| 0.02029442702 | 7 | < 0.1% | |
| 0.02086862437 | 7 | < 0.1% | |
| 0.01932802608 | 6 | < 0.1% | |
| 0.02040755263 | 5 | < 0.1% | |
| 0.02166711456 | 5 | < 0.1% | |
| 0.4021945359 | 5 | < 0.1% | |
| 0.0200578914 | 5 | < 0.1% | |
| Other values (18579) | 18824 | 99.7% |
| Value | Count | Frequency (%) | |
| 0.000390296094 | 1 | < 0.1% | |
| 0.0005486117097 | 1 | < 0.1% | |
| 0.00115808082 | 1 | < 0.1% | |
| 0.00221340794 | 1 | < 0.1% | |
| 0.003970408899 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.98889249 | 1 | < 0.1% | |
| 0.9613480023 | 1 | < 0.1% | |
| 0.9433846104 | 1 | < 0.1% | |
| 0.9432211902 | 1 | < 0.1% | |
| 0.9417922698 | 1 | < 0.1% |
Cause
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.1 KiB |
| Debris Burning | |
|---|---|
| Miscellaneous | |
| Arson | |
| Missing/Undefined | |
| Equipment Use | |
| Other values (8) |
| Value | Count | Frequency (%) | |
| Debris Burning | 5805 | 30.7% | |
| Miscellaneous | 3390 | 17.9% | |
| Arson | 2851 | 15.1% | |
| Missing/Undefined | 1545 | 8.2% | |
| Equipment Use | 1509 | 8.0% | |
| Lightning | 1482 | 7.8% | |
| Children | 648 | 3.4% | |
| Smoking | 514 | 2.7% | |
| Campfire | 508 | 2.7% | |
| Railroad | 315 | 1.7% | |
| Other values (3) | 321 | 1.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 13 |
| Mean length | 11.492482 |
| Min length | 5 |
Vegetation_4
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 316 |
| Value | Count | Frequency (%) | |
| 0 | 18572 | 98.3% | |
| 1 | 316 | 1.7% |
Vegetation_9
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 1274 |
| Value | Count | Frequency (%) | |
| 0 | 17614 | 93.3% | |
| 1 | 1274 | 6.7% |
Vegetation_12
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 12536 | 66.4% | |
| 1 | 6352 | 33.6% |
Vegetation_14
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 207 |
| Value | Count | Frequency (%) | |
| 0 | 18681 | 98.9% | |
| 1 | 207 | 1.1% |
Vegetation_15
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 15044 | 79.6% | |
| 1 | 3844 | 20.4% |
Vegetation_16
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 14767 | 78.2% | |
| 1 | 4121 | 21.8% |
Cause_Campfire
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 508 |
| Value | Count | Frequency (%) | |
| 0 | 18380 | 97.3% | |
| 1 | 508 | 2.7% |
Cause_Children
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 648 |
| Value | Count | Frequency (%) | |
| 0 | 18240 | 96.6% | |
| 1 | 648 | 3.4% |
Cause_Debris Burning
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 13083 | 69.3% | |
| 1 | 5805 | 30.7% |
Cause_Equipment Use
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 1509 |
| Value | Count | Frequency (%) | |
| 0 | 17379 | 92.0% | |
| 1 | 1509 | 8.0% |
Cause_Fireworks
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 101 |
| Value | Count | Frequency (%) | |
| 0 | 18787 | 99.5% | |
| 1 | 101 | 0.5% |
Cause_Lightning
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 1482 |
| Value | Count | Frequency (%) | |
| 0 | 17406 | 92.2% | |
| 1 | 1482 | 7.8% |
Cause_Miscellaneous
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 15498 | 82.1% | |
| 1 | 3390 | 17.9% |
Cause_Missing/Undefined
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 1545 |
| Value | Count | Frequency (%) | |
| 0 | 17343 | 91.8% | |
| 1 | 1545 | 8.2% |
Cause_Powerline
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 182 |
| Value | Count | Frequency (%) | |
| 0 | 18706 | 99.0% | |
| 1 | 182 | 1.0% |
Cause_Railroad
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 315 |
| Value | Count | Frequency (%) | |
| 0 | 18573 | 98.3% | |
| 1 | 315 | 1.7% |
Cause_Smoking
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 514 |
| Value | Count | Frequency (%) | |
| 0 | 18374 | 97.3% | |
| 1 | 514 | 2.7% |
Cause_Structure
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.4 KiB |
| 0 | |
|---|---|
| 1 | 38 |
| Value | Count | Frequency (%) | |
| 0 | 18850 | 99.8% | |
| 1 | 38 | 0.2% |
Region
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.060673443 |
|---|---|
| Minimum | -1 |
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 147.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.282649122 |
|---|---|
| Coefficient of variation (CV) | 0.3232905671 |
| Kurtosis | 2.206435985 |
| Mean | 7.060673443 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.750510011 |
| Sum | 133362 |
| Variance | 5.210487014 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8 | 11413 | 60.4% | |
| 9 | 2878 | 15.2% | |
| 5 | 1559 | 8.3% | |
| 2 | 786 | 4.2% | |
| 4 | 500 | 2.6% | |
| 3 | 494 | 2.6% | |
| 1 | 489 | 2.6% | |
| 6 | 415 | 2.2% | |
| -1 | 292 | 1.5% | |
| 10 | 62 | 0.3% |
| Value | Count | Frequency (%) | |
| -1 | 292 | 1.5% | |
| 1 | 489 | 2.6% | |
| 2 | 786 | 4.2% | |
| 3 | 494 | 2.6% | |
| 4 | 500 | 2.6% |
| Value | Count | Frequency (%) | |
| 10 | 62 | 0.3% | |
| 9 | 2878 | 15.2% | |
| 8 | 11413 | 60.4% | |
| 6 | 415 | 2.2% | |
| 5 | 1559 | 8.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | fire_name | fire_size | fire_size_class | latitude | longitude | state | disc_clean_date | discovery_month | disc_date_pre | disc_pre_year | disc_pre_month | wstation_usaf | dstation_m | wstation_wban | wstation_byear | wstation_eyear | fire_mag | weather_file | Temp_pre_30 | Temp_pre_15 | Temp_pre_7 | Temp_cont | Wind_pre_30 | Wind_pre_15 | Wind_pre_7 | Wind_cont | Hum_pre_30 | Hum_pre_15 | Hum_pre_7 | Hum_cont | Prec_pre_30 | Prec_pre_15 | Prec_pre_7 | Prec_cont | remoteness | Cause | Vegetation_4 | Vegetation_9 | Vegetation_12 | Vegetation_14 | Vegetation_15 | Vegetation_16 | Cause_Campfire | Cause_Children | Cause_Debris Burning | Cause_Equipment Use | Cause_Fireworks | Cause_Lightning | Cause_Miscellaneous | Cause_Missing/Undefined | Cause_Powerline | Cause_Railroad | Cause_Smoking | Cause_Structure | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | NaN | 3.0 | B | 35.038330 | -87.610000 | TN | 2006-12-11 | Dec | 11/11/2006 | 2006 | Nov | 723235 | 32665.343270 | 13896 | 1978 | 2020 | 0.1 | 723235-13896-2006.gz | 7.553433 | 7.010000 | 0.343529 | 10.448298 | 2.709764 | 2.881707 | 1.976471 | 2.122320 | 70.840000 | 65.858911 | 55.505882 | 81.682678 | 59.8 | 8.4 | 0.0 | 86.8 | 0.184355 | Arson | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 1 | 3 | WNA 1 | 1.0 | B | 39.641400 | -119.308300 | NV | 2005-06-06 | Jun | 5/7/2005 | 2005 | May | 724880 | 43433.329780 | 23185 | 1942 | 2020 | 0.1 | 724880-23185-2005.gz | 16.275967 | 18.996181 | 18.142564 | 17.804904 | 4.054982 | 3.398329 | 3.671282 | 3.708198 | 44.778429 | 37.140811 | 35.353846 | 39.091029 | 10.4 | 7.2 | 0.0 | 0.0 | 0.487447 | Debris Burning | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 |
| 2 | 7 | NaN | 1.0 | B | 30.904720 | -93.557500 | TX | 2005-11-12 | Nov | 10/13/2005 | 2005 | Oct | 722820 | 64017.117540 | 99999 | 1984 | 2020 | 0.1 | 722820-99999-2005.gz | 16.851939 | 16.997783 | 20.434783 | 11.985560 | 1.331257 | 1.472949 | 1.424783 | 2.148857 | 72.899478 | 75.061381 | 77.924623 | 70.732911 | 28.4 | 27.5 | 1.2 | 55.4 | 0.241894 | Campfire | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 3 | 8 | NaN | 1.0 | B | 35.900310 | -92.061180 | AR | 2007-08-08 | Aug | 7/9/2007 | 2007 | Jul | 723448 | 42133.151870 | 53934 | 1973 | 2020 | 0.1 | 723448-53934-2007.gz | 26.655241 | 27.264870 | 28.968064 | 28.682688 | 1.768074 | 1.705297 | 1.827944 | 2.103090 | 68.319022 | 67.575419 | 65.077844 | 60.196858 | 6.6 | 3.3 | 0.0 | 46.4 | 0.224629 | Arson | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 4 | 9 | CRAZY | 1.0 | B | 48.839400 | -99.718500 | ND | 2004-04-19 | Apr | 3/20/2004 | 2004 | Mar | 727675 | 129109.881400 | 99999 | 1936 | 2020 | 0.1 | 727675-99999-2004.gz | 4.600950 | 6.861878 | 6.053333 | 5.838721 | 6.380760 | 6.334254 | 6.645333 | 6.453449 | 64.606509 | 55.943038 | 54.337838 | 58.295795 | 12.3 | 1.8 | 0.0 | 0.0 | 0.291683 | Miscellaneous | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
| 5 | 13 | NaN | 1.0 | B | 31.767380 | -93.146870 | LA | 2014-07-06 | Jul | 6/6/2014 | 2014 | Jun | 722319 | 5852.660168 | 99999 | 1942 | 2020 | 0.1 | 722319-53943-2014.gz | 26.384493 | 26.068167 | 26.519048 | 26.927303 | 1.771639 | 1.629743 | 2.019048 | 1.382182 | 79.940012 | 79.942122 | 67.630952 | 76.706792 | 62.8 | 4.3 | 0.0 | 56.2 | 0.237431 | Fireworks | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 6 | 15 | ROLSTON | 1.0 | B | 33.988609 | -103.135277 | NM | 1996-02-12 | Feb | 1/13/1996 | 1996 | Jan | 722686 | 46845.655190 | 99999 | 1973 | 2010 | 0.1 | 722686-23008-1996.gz | 3.523045 | 2.536364 | 8.913095 | 8.396810 | 6.245931 | 6.014404 | 5.798795 | 6.062726 | 38.712707 | 45.180055 | 40.493976 | 33.537604 | 10.0 | 8.0 | 0.0 | 0.0 | 0.330323 | Missing/Undefined | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 4 |
| 7 | 18 | NaN | 1.0 | B | 35.738480 | -79.496950 | NC | 2007-02-22 | Feb | 1/23/2007 | 2007 | Jan | 723174 | 34279.811580 | 93783 | 2006 | 2020 | 0.1 | 723174-93783-2007.gz | 2.207439 | 2.713568 | 2.774556 | 9.931643 | 2.968098 | 3.186935 | 3.505917 | 3.007524 | 51.069737 | 46.708791 | 48.402367 | 54.836454 | 49.0 | 39.9 | 0.0 | 90.2 | 0.111343 | Missing/Undefined | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8 |
| 8 | 26 | STO3573155 | 2.0 | B | 35.718900 | -92.335000 | AR | 2014-01-19 | Jan | 12/20/2013 | 2013 | Dec | 720401 | 16806.879140 | 99999 | 2007 | 2020 | 0.1 | 720401-00133-2013.gz | 3.490698 | 16.188459 | 16.610281 | 12.096479 | 1.347442 | 3.155157 | 3.136240 | 2.546280 | 76.091398 | 60.977206 | 59.811044 | 65.626549 | 0.0 | 0.0 | 0.0 | 0.0 | 0.227270 | Debris Burning | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 9 | 27 | NaN | 1.5 | B | 33.937500 | -81.304167 | SC | 1995-04-01 | Apr | 3/2/1995 | 1995 | Mar | 723100 | 17218.335290 | 13883 | 1973 | 2020 | 0.1 | 723100-13883-1995.gz | 14.403194 | 16.880556 | 15.444643 | 15.576131 | 2.856944 | 3.209444 | 2.479167 | 2.848519 | 60.919444 | 54.716667 | 55.315476 | 56.983862 | 133.0 | 0.0 | 0.0 | 0.0 | 0.128446 | Missing/Undefined | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8 |
Last rows
| df_index | fire_name | fire_size | fire_size_class | latitude | longitude | state | disc_clean_date | discovery_month | disc_date_pre | disc_pre_year | disc_pre_month | wstation_usaf | dstation_m | wstation_wban | wstation_byear | wstation_eyear | fire_mag | weather_file | Temp_pre_30 | Temp_pre_15 | Temp_pre_7 | Temp_cont | Wind_pre_30 | Wind_pre_15 | Wind_pre_7 | Wind_cont | Hum_pre_30 | Hum_pre_15 | Hum_pre_7 | Hum_cont | Prec_pre_30 | Prec_pre_15 | Prec_pre_7 | Prec_cont | remoteness | Cause | Vegetation_4 | Vegetation_9 | Vegetation_12 | Vegetation_14 | Vegetation_15 | Vegetation_16 | Cause_Campfire | Cause_Children | Cause_Debris Burning | Cause_Equipment Use | Cause_Fireworks | Cause_Lightning | Cause_Miscellaneous | Cause_Missing/Undefined | Cause_Powerline | Cause_Railroad | Cause_Smoking | Cause_Structure | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18878 | 49974 | WAL HOLLOW | 0.6 | B | 35.583300 | -80.716700 | NC | 2002-04-30 | Apr | 3/31/2002 | 2002 | Mar | 723156 | 19547.454720 | 99999 | 2001 | 2005 | 0.1 | 723156-99999-2002.gz | 17.004202 | 17.200445 | 17.109091 | 17.655054 | 2.907353 | 2.920045 | 2.931136 | 2.522522 | 58.130526 | 56.329621 | 56.052273 | 64.620827 | 0.0 | 0.0 | 0.0 | 0.0 | 0.122202 | Debris Burning | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 18879 | 49976 | NaN | 1.0 | B | 32.517060 | -80.959630 | SC | 2006-03-24 | Mar | 2/22/2006 | 2006 | Feb | 722085 | 23112.292170 | 93831 | 2005 | 2020 | 0.1 | 722085-93831-2006.gz | 14.086951 | 15.290551 | 12.510929 | 18.004465 | 3.151802 | 3.093176 | 2.721311 | 3.187517 | 66.197279 | 66.978610 | 65.270718 | 66.028846 | 23.9 | 0.0 | 0.0 | 35.9 | 0.126367 | Miscellaneous | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8 |
| 18880 | 49980 | PETERSON LEASE | 1.0 | B | 33.301670 | -98.537193 | TX | 2010-05-28 | May | 4/28/2010 | 2010 | Apr | 720318 | 21322.441970 | 99999 | 2006 | 2020 | 0.1 | 720318-53965-2010.gz | 21.504884 | 22.967984 | 24.577914 | 28.463197 | 3.363186 | 2.200791 | 1.439877 | 2.946283 | 53.206176 | 68.180851 | 67.845679 | 59.964219 | 0.8 | 0.0 | 0.0 | 18.3 | 0.286877 | Equipment Use | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 18881 | 49985 | OLD LANE (4891) | 1.0 | B | 31.833413 | -99.044562 | TX | 2013-07-06 | Jul | 6/6/2013 | 2013 | Jun | 722666 | 9689.494048 | 93943 | 1948 | 2020 | 0.1 | 722666-93943-2013.gz | 27.678960 | 28.676664 | 27.099190 | 28.557393 | 3.818960 | 4.124649 | 2.735223 | 3.422815 | 50.848716 | 42.875351 | 38.218623 | 55.601361 | 0.0 | 0.0 | 0.0 | 0.0 | 0.292726 | Miscellaneous | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8 |
| 18882 | 49988 | FY2014-GREENE-003 | 1.1 | B | 33.717731 | -83.228058 | GA | 2013-12-26 | Dec | 11/26/2013 | 2013 | Nov | 720347 | 15639.545780 | 63877 | 2006 | 2020 | 0.1 | 720347-63877-2013.gz | 8.169864 | 8.044944 | 9.942346 | 8.719051 | 1.522087 | 1.652341 | 1.673956 | 1.616128 | 73.003354 | 68.946667 | 74.368534 | 72.106185 | 0.0 | 0.0 | 0.0 | 0.0 | 0.145718 | Debris Burning | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 18883 | 49990 | RANCH | 1.0 | B | 40.993889 | -121.640000 | CA | 1994-08-17 | Aug | 7/18/1994 | 1994 | Jul | 725957 | 67206.648180 | 99999 | 1976 | 1996 | 0.1 | 725957-24215-1994.gz | 21.462257 | 20.241675 | 19.712373 | 17.218989 | 1.440323 | 1.528095 | 1.429412 | 1.599433 | 38.161765 | 36.446667 | 32.016227 | 43.858762 | 0.0 | 0.0 | 0.0 | 0.0 | 0.510716 | Smoking | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 5 |
| 18884 | 49991 | 12850 VALVERDE LOOP | 1.0 | B | 32.801996 | -96.122843 | TX | 2009-03-18 | Mar | 2/16/2009 | 2009 | Feb | 722489 | 16472.045670 | 99999 | 1942 | 2020 | 0.1 | 722489-53911-2009.gz | 12.690685 | 13.016412 | 7.606711 | 15.626000 | 4.754604 | 4.788931 | 3.929866 | 4.716352 | 66.818281 | 74.844358 | 86.343750 | 65.370876 | 94.0 | 94.0 | 94.0 | 77.2 | 0.264463 | Debris Burning | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 18885 | 49994 | NaN | 1.0 | B | 37.976100 | -90.759000 | MO | 2014-04-17 | Apr | 3/18/2014 | 2014 | Mar | 724454 | 37591.404700 | 99999 | 2005 | 2020 | 0.1 | 724454-93996-2014.gz | 9.162112 | 11.540315 | 12.950298 | 11.217575 | 4.241362 | 4.254124 | 5.163022 | 4.552836 | 61.657784 | 63.733396 | 58.176353 | 61.189177 | 91.6 | 69.4 | 16.0 | 0.0 | 0.211468 | Miscellaneous | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9 |
| 18886 | 49995 | NE SNADPIT | 1.0 | B | 47.270800 | -95.621400 | MN | 2003-03-25 | Mar | 2/23/2003 | 2003 | Feb | 727505 | 37649.521650 | 4929 | 1976 | 2004 | 0.1 | 727505-99999-2003.gz | -9.592386 | -0.404299 | 4.723077 | -1.757869 | 3.537125 | 3.918955 | 4.370044 | 3.942041 | 74.901503 | 78.071125 | 76.389262 | 76.453963 | 0.0 | 0.0 | 0.0 | 0.0 | 0.253276 | Children | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 |
| 18887 | 49999 | NaN | 1.5 | B | 29.316670 | -82.133330 | FL | 2003-01-24 | Jan | 12/25/2002 | 2002 | Dec | 722055 | 18476.042950 | 99999 | 1990 | 2020 | 0.1 | 722055-99999-2002.gz | 9.519149 | 16.188459 | 16.610281 | 14.105963 | 1.328298 | 3.155157 | 3.136240 | 2.539898 | 69.025057 | 60.977206 | 59.811044 | 63.271102 | 44.2 | 0.0 | 0.0 | 0.0 | 0.139237 | Children | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |